The realtor’s voice, honeyed and professional, grated on Eleanor's ears. "Sentimental value, of course, is immeasurable, but…" Eleanor tuned her out. The old woman was going on about the history of the house. History was nothing compared to possibility.

She’d spent the last few weeks in a feverish, almost manic state, cataloging every object, every piece of furniture, evaluating their worth. The house was full of her grandmother's belongings. Not much, but enough to make it worth the trip. The old lady had always been generous, giving, and sharing. Not anymore.

She fingered the worn velvet cushion of a chaise lounge, picturing the cash it would bring. She calculated the amount the silverware would generate, mentally adding it to her ever-growing total. She had brought a truck, a large truck. She felt a lightness, an exhilaration, as if the house was already emptying itself for her, piece by piece.

Emotion: greedy

Cluster: Defiance / Spite
PC1 (Valence): 1.44 Positive
PC2 (Disposition): 2.64

Role in Research

This story is one of 1,000 stories generated for the emotion greedy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 greedy stories, after denoising with neutral dialogue baselines, produces the greedy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the greedy vector is projected through the unembedding matrix.

Promoted:
de1.148
a0.538
an0.510
or0.479
来实现0.464
Suppressed:
S-0.426
想起-0.356
久し-0.355
再次-0.354
причиной-0.342